Machine learningImage filtering and processing
Image Morphology Operations
Morphological image processing, introduced by Jean Serra in 1982, is a technique based on set theory that reshapes and analyzes image regions using geometric structuring elements. Core operations include erosion and dilation, which can be combined into more complex operations like opening and closing, enabling noise removal, edge detection, and object analysis.
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Sources
- Serra, J. (1982). Image Analysis and Mathematical Morphology. Academic Press. link ↗
- Haralick, R. M., Sternberg, S. R., & Zink, X. (1987). Image analysis using mathematical morphology. IEEE Transactions on Pattern Analysis and Machine Intelligence, 9(4), 532–550. DOI: 10.1109/TPAMI.1987.4767941 ↗